Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 218160 |
| Missing cells | 2145379 |
| Missing cells (%) | 54.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 30.0 MiB |
| Average record size in memory | 144.0 B |
Variable types
| Categorical | 3 |
|---|---|
| Numeric | 15 |
dep has a high cardinality: 101 distinct values | High cardinality |
date_de_passage has a high cardinality: 360 distinct values | High cardinality |
nbre_pass_corona is highly correlated with nbre_pass_corona_h and 1 other fields | High correlation |
nbre_pass_tot is highly correlated with nbre_pass_tot_h and 1 other fields | High correlation |
nbre_hospit_corona is highly correlated with nbre_hospit_corona_h and 1 other fields | High correlation |
nbre_pass_corona_h is highly correlated with nbre_pass_corona and 2 other fields | High correlation |
nbre_pass_corona_f is highly correlated with nbre_pass_corona and 1 other fields | High correlation |
nbre_pass_tot_h is highly correlated with nbre_pass_tot and 1 other fields | High correlation |
nbre_pass_tot_f is highly correlated with nbre_pass_tot and 1 other fields | High correlation |
nbre_hospit_corona_h is highly correlated with nbre_hospit_corona and 1 other fields | High correlation |
nbre_hospit_corona_f is highly correlated with nbre_hospit_corona | High correlation |
nbre_acte_corona is highly correlated with nbre_acte_corona_h and 1 other fields | High correlation |
nbre_acte_tot is highly correlated with nbre_acte_tot_h and 1 other fields | High correlation |
nbre_acte_corona_h is highly correlated with nbre_acte_corona and 1 other fields | High correlation |
nbre_acte_corona_f is highly correlated with nbre_acte_corona and 1 other fields | High correlation |
nbre_acte_tot_h is highly correlated with nbre_acte_tot and 1 other fields | High correlation |
nbre_acte_tot_f is highly correlated with nbre_acte_tot and 1 other fields | High correlation |
nbre_pass_corona has 2487 (1.1%) missing values | Missing |
nbre_pass_tot has 2487 (1.1%) missing values | Missing |
nbre_hospit_corona has 2487 (1.1%) missing values | Missing |
nbre_pass_corona_h has 182165 (83.5%) missing values | Missing |
nbre_pass_corona_f has 182165 (83.5%) missing values | Missing |
nbre_pass_tot_h has 182165 (83.5%) missing values | Missing |
nbre_pass_tot_f has 182165 (83.5%) missing values | Missing |
nbre_hospit_corona_h has 182165 (83.5%) missing values | Missing |
nbre_hospit_corona_f has 182165 (83.5%) missing values | Missing |
nbre_acte_corona has 119258 (54.7%) missing values | Missing |
nbre_acte_tot has 119258 (54.7%) missing values | Missing |
nbre_acte_corona_h has 201603 (92.4%) missing values | Missing |
nbre_acte_corona_f has 201603 (92.4%) missing values | Missing |
nbre_acte_tot_h has 201603 (92.4%) missing values | Missing |
nbre_acte_tot_f has 201603 (92.4%) missing values | Missing |
dep is uniformly distributed | Uniform |
date_de_passage is uniformly distributed | Uniform |
sursaud_cl_age_corona is uniformly distributed | Uniform |
nbre_pass_corona has 102432 (47.0%) zeros | Zeros |
nbre_hospit_corona has 134855 (61.8%) zeros | Zeros |
nbre_pass_corona_h has 10619 (4.9%) zeros | Zeros |
nbre_pass_corona_f has 10785 (4.9%) zeros | Zeros |
nbre_hospit_corona_h has 15585 (7.1%) zeros | Zeros |
nbre_hospit_corona_f has 16943 (7.8%) zeros | Zeros |
nbre_acte_corona has 41397 (19.0%) zeros | Zeros |
nbre_acte_corona_h has 3358 (1.5%) zeros | Zeros |
nbre_acte_corona_f has 2825 (1.3%) zeros | Zeros |
Reproduction
| Analysis started | 2021-02-18 21:46:48.429572 |
|---|---|
| Analysis finished | 2021-02-18 21:47:20.497286 |
| Duration | 32.07 seconds |
| Software version | pandas-profiling v2.10.0 |
| Download configuration | config.yaml |
| Distinct | 101 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 26 | 2160 |
|---|---|
| 73 | 2160 |
| 974 | 2160 |
| 49 | 2160 |
| 89 | 2160 |
| Other values (96) |
Length
| Max length | 3 |
|---|---|
| Median length | 2 |
| Mean length | 2.04950495 |
| Min length | 2 |
Characters and Unicode
| Total characters | 447120 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 01 |
|---|---|
| 2nd row | 01 |
| 3rd row | 01 |
| 4th row | 01 |
| 5th row | 01 |
| Value | Count | Frequency (%) |
| 26 | 2160 | 1.0% |
| 73 | 2160 | 1.0% |
| 974 | 2160 | 1.0% |
| 49 | 2160 | 1.0% |
| 89 | 2160 | 1.0% |
| 76 | 2160 | 1.0% |
| 90 | 2160 | 1.0% |
| 79 | 2160 | 1.0% |
| 94 | 2160 | 1.0% |
| 13 | 2160 | 1.0% |
| Other values (91) | 196560 |
| Value | Count | Frequency (%) |
| 26 | 2160 | 1.0% |
| 73 | 2160 | 1.0% |
| 49 | 2160 | 1.0% |
| 89 | 2160 | 1.0% |
| 76 | 2160 | 1.0% |
| 90 | 2160 | 1.0% |
| 79 | 2160 | 1.0% |
| 94 | 2160 | 1.0% |
| 13 | 2160 | 1.0% |
| 12 | 2160 | 1.0% |
| Other values (91) | 196560 |
Most occurring characters
| Value | Count | Frequency (%) |
| 7 | 51840 | |
| 2 | 47520 | |
| 1 | 45360 | |
| 3 | 45360 | |
| 4 | 45360 | |
| 5 | 43200 | |
| 6 | 43200 | |
| 9 | 43200 | |
| 8 | 41040 | |
| 0 | 36720 | |
| Other values (2) | 4320 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 442800 | |
| Uppercase Letter | 4320 | 1.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 7 | 51840 | |
| 2 | 47520 | |
| 1 | 45360 | |
| 3 | 45360 | |
| 4 | 45360 | |
| 5 | 43200 | |
| 6 | 43200 | |
| 9 | 43200 | |
| 8 | 41040 | |
| 0 | 36720 |
| Value | Count | Frequency (%) |
| A | 2160 | |
| B | 2160 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 442800 | |
| Latin | 4320 | 1.0% |
Most frequent character per script
| Value | Count | Frequency (%) |
| 7 | 51840 | |
| 2 | 47520 | |
| 1 | 45360 | |
| 3 | 45360 | |
| 4 | 45360 | |
| 5 | 43200 | |
| 6 | 43200 | |
| 9 | 43200 | |
| 8 | 41040 | |
| 0 | 36720 |
| Value | Count | Frequency (%) |
| A | 2160 | |
| B | 2160 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 447120 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 7 | 51840 | |
| 2 | 47520 | |
| 1 | 45360 | |
| 3 | 45360 | |
| 4 | 45360 | |
| 5 | 43200 | |
| 6 | 43200 | |
| 9 | 43200 | |
| 8 | 41040 | |
| 0 | 36720 | |
| Other values (2) | 4320 | 1.0% |
| Distinct | 360 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| 2020-08-31 | 606 |
|---|---|
| 2020-09-28 | 606 |
| 2020-05-13 | 606 |
| 2020-05-15 | 606 |
| 2021-01-15 | 606 |
| Other values (355) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 2181600 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2020-02-24 |
|---|---|
| 2nd row | 2020-02-24 |
| 3rd row | 2020-02-24 |
| 4th row | 2020-02-24 |
| 5th row | 2020-02-24 |
| Value | Count | Frequency (%) |
| 2020-08-31 | 606 | 0.3% |
| 2020-09-28 | 606 | 0.3% |
| 2020-05-13 | 606 | 0.3% |
| 2020-05-15 | 606 | 0.3% |
| 2021-01-15 | 606 | 0.3% |
| 2020-11-17 | 606 | 0.3% |
| 2020-05-30 | 606 | 0.3% |
| 2020-08-24 | 606 | 0.3% |
| 2020-07-30 | 606 | 0.3% |
| 2020-04-17 | 606 | 0.3% |
| Other values (350) | 212100 |
| Value | Count | Frequency (%) |
| 2020-08-31 | 606 | 0.3% |
| 2020-09-28 | 606 | 0.3% |
| 2020-05-13 | 606 | 0.3% |
| 2020-05-15 | 606 | 0.3% |
| 2021-01-15 | 606 | 0.3% |
| 2020-11-17 | 606 | 0.3% |
| 2020-05-30 | 606 | 0.3% |
| 2020-08-24 | 606 | 0.3% |
| 2020-07-30 | 606 | 0.3% |
| 2020-04-17 | 606 | 0.3% |
| Other values (350) | 212100 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 674478 | |
| 2 | 560550 | |
| - | 436320 | |
| 1 | 218766 | 10.0% |
| 3 | 50904 | 2.3% |
| 5 | 40602 | 1.9% |
| 7 | 40602 | 1.9% |
| 4 | 39996 | 1.8% |
| 6 | 39996 | 1.8% |
| 8 | 39996 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1745280 | |
| Dash Punctuation | 436320 | 20.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 674478 | |
| 2 | 560550 | |
| 1 | 218766 | 12.5% |
| 3 | 50904 | 2.9% |
| 5 | 40602 | 2.3% |
| 7 | 40602 | 2.3% |
| 4 | 39996 | 2.3% |
| 6 | 39996 | 2.3% |
| 8 | 39996 | 2.3% |
| 9 | 39390 | 2.3% |
| Value | Count | Frequency (%) |
| - | 436320 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2181600 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 674478 | |
| 2 | 560550 | |
| - | 436320 | |
| 1 | 218766 | 10.0% |
| 3 | 50904 | 2.3% |
| 5 | 40602 | 1.9% |
| 7 | 40602 | 1.9% |
| 4 | 39996 | 1.8% |
| 6 | 39996 | 1.8% |
| 8 | 39996 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2181600 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 674478 | |
| 2 | 560550 | |
| - | 436320 | |
| 1 | 218766 | 10.0% |
| 3 | 50904 | 2.3% |
| 5 | 40602 | 1.9% |
| 7 | 40602 | 1.9% |
| 4 | 39996 | 1.8% |
| 6 | 39996 | 1.8% |
| 8 | 39996 | 1.8% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.7 MiB |
| B | |
|---|---|
| A | |
| C | |
| D | |
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 218160 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | A |
| 3rd row | B |
| 4th row | C |
| 5th row | D |
| Value | Count | Frequency (%) |
| B | 36360 | |
| A | 36360 | |
| C | 36360 | |
| D | 36360 | |
| 0 | 36360 | |
| E | 36360 |
| Value | Count | Frequency (%) |
| a | 36360 | |
| b | 36360 | |
| d | 36360 | |
| e | 36360 | |
| 0 | 36360 | |
| c | 36360 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 36360 | |
| A | 36360 | |
| B | 36360 | |
| C | 36360 | |
| D | 36360 | |
| E | 36360 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 181800 | |
| Decimal Number | 36360 | 16.7% |
Most frequent character per category
| Value | Count | Frequency (%) |
| A | 36360 | |
| B | 36360 | |
| C | 36360 | |
| D | 36360 | |
| E | 36360 |
| Value | Count | Frequency (%) |
| 0 | 36360 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 181800 | |
| Common | 36360 | 16.7% |
Most frequent character per script
| Value | Count | Frequency (%) |
| A | 36360 | |
| B | 36360 | |
| C | 36360 | |
| D | 36360 | |
| E | 36360 |
| Value | Count | Frequency (%) |
| 0 | 36360 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 218160 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 36360 | |
| A | 36360 | |
| B | 36360 | |
| C | 36360 | |
| D | 36360 | |
| E | 36360 |
| Distinct | 251 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 2487 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.399493678 |
|---|---|
| Minimum | 0 |
| Maximum | 635 |
| Zeros | 102432 |
| Zeros (%) | 47.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 15 |
| Maximum | 635 |
| Range | 635 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 10.55413546 |
|---|---|
| Coefficient of variation (CV) | 3.104619823 |
| Kurtosis | 438.964732 |
| Mean | 3.399493678 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 14.77292928 |
| Sum | 733179 |
| Variance | 111.3897753 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 102432 | |
| 1 | 34299 | 15.7% |
| 2 | 19187 | 8.8% |
| 3 | 12325 | 5.6% |
| 4 | 8490 | 3.9% |
| 5 | 6346 | 2.9% |
| 6 | 4721 | 2.2% |
| 7 | 3854 | 1.8% |
| 8 | 3120 | 1.4% |
| 9 | 2486 | 1.1% |
| Other values (241) | 18413 | 8.4% |
| (Missing) | 2487 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 102432 | |
| 1 | 34299 | 15.7% |
| 2 | 19187 | 8.8% |
| 3 | 12325 | 5.6% |
| 4 | 8490 | 3.9% |
| Value | Count | Frequency (%) |
| 635 | 1 | |
| 549 | 1 | |
| 537 | 1 | |
| 536 | 1 | |
| 525 | 1 |
| Distinct | 1621 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 2487 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 117.207082 |
|---|---|
| Minimum | 0 |
| Maximum | 2240 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 29 |
| median | 59 |
| Q3 | 127 |
| 95-th percentile | 427 |
| Maximum | 2240 |
| Range | 2240 |
| Interquartile range (IQR) | 98 |
Descriptive statistics
| Standard deviation | 172.2271692 |
|---|---|
| Coefficient of variation (CV) | 1.469426303 |
| Kurtosis | 20.63477179 |
| Mean | 117.207082 |
| Median Absolute Deviation (MAD) | 37 |
| Skewness | 3.859724206 |
| Sum | 25278403 |
| Variance | 29662.1978 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 2470 | 1.1% |
| 20 | 2436 | 1.1% |
| 19 | 2427 | 1.1% |
| 18 | 2424 | 1.1% |
| 24 | 2402 | 1.1% |
| 23 | 2374 | 1.1% |
| 22 | 2337 | 1.1% |
| 28 | 2312 | 1.1% |
| 26 | 2294 | 1.1% |
| 16 | 2294 | 1.1% |
| Other values (1611) | 191903 | |
| (Missing) | 2487 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 1 | 553 | |
| 2 | 718 | |
| 3 | 928 | |
| 4 | 968 |
| Value | Count | Frequency (%) |
| 2240 | 1 | |
| 2227 | 1 | |
| 2188 | 1 | |
| 2102 | 1 | |
| 2090 | 1 |
| Distinct | 118 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 2487 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.521252081 |
|---|---|
| Minimum | 0 |
| Maximum | 203 |
| Zeros | 134855 |
| Zeros (%) | 61.8% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 7 |
| Maximum | 203 |
| Range | 203 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 4.447144177 |
|---|---|
| Coefficient of variation (CV) | 2.92334468 |
| Kurtosis | 179.0656161 |
| Mean | 1.521252081 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.607671325 |
| Sum | 328093 |
| Variance | 19.77709133 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 134855 | |
| 1 | 31870 | 14.6% |
| 2 | 15090 | 6.9% |
| 3 | 8800 | 4.0% |
| 4 | 5889 | 2.7% |
| 5 | 3888 | 1.8% |
| 6 | 2838 | 1.3% |
| 7 | 2136 | 1.0% |
| 8 | 1631 | 0.7% |
| 9 | 1311 | 0.6% |
| Other values (108) | 7365 | 3.4% |
| (Missing) | 2487 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 134855 | |
| 1 | 31870 | 14.6% |
| 2 | 15090 | 6.9% |
| 3 | 8800 | 4.0% |
| 4 | 5889 | 2.7% |
| Value | Count | Frequency (%) |
| 203 | 1 | |
| 193 | 1 | |
| 168 | 1 | |
| 157 | 1 | |
| 150 | 1 |
| Distinct | 144 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 182165 |
| Missing (%) | 83.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.947770524 |
|---|---|
| Minimum | 0 |
| Maximum | 320 |
| Zeros | 10619 |
| Zeros (%) | 4.9% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 19 |
| Maximum | 320 |
| Range | 320 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 10.51199952 |
|---|---|
| Coefficient of variation (CV) | 2.124593182 |
| Kurtosis | 132.1073272 |
| Mean | 4.947770524 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 8.53524319 |
| Sum | 178095 |
| Variance | 110.5021339 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10619 | 4.9% |
| 1 | 5642 | 2.6% |
| 2 | 3967 | 1.8% |
| 3 | 2884 | 1.3% |
| 4 | 2181 | 1.0% |
| 5 | 1704 | 0.8% |
| 6 | 1361 | 0.6% |
| 7 | 1050 | 0.5% |
| 8 | 811 | 0.4% |
| 9 | 779 | 0.4% |
| Other values (134) | 4997 | 2.3% |
| (Missing) | 182165 |
| Value | Count | Frequency (%) |
| 0 | 10619 | |
| 1 | 5642 | |
| 2 | 3967 | 1.8% |
| 3 | 2884 | 1.3% |
| 4 | 2181 | 1.0% |
| Value | Count | Frequency (%) |
| 320 | 1 | |
| 280 | 1 | |
| 254 | 1 | |
| 244 | 1 | |
| 240 | 2 |
| Distinct | 152 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 182165 |
| Missing (%) | 83.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.235616058 |
|---|---|
| Minimum | 0 |
| Maximum | 315 |
| Zeros | 10785 |
| Zeros (%) | 4.9% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 6 |
| 95-th percentile | 20 |
| Maximum | 315 |
| Range | 315 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 11.1820205 |
|---|---|
| Coefficient of variation (CV) | 2.135760219 |
| Kurtosis | 133.1954742 |
| Mean | 5.235616058 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 8.502372967 |
| Sum | 188456 |
| Variance | 125.0375824 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 10785 | 4.9% |
| 1 | 5596 | 2.6% |
| 2 | 3738 | 1.7% |
| 3 | 2758 | 1.3% |
| 4 | 2026 | 0.9% |
| 5 | 1726 | 0.8% |
| 6 | 1338 | 0.6% |
| 7 | 1039 | 0.5% |
| 8 | 867 | 0.4% |
| 9 | 717 | 0.3% |
| Other values (142) | 5405 | 2.5% |
| (Missing) | 182165 |
| Value | Count | Frequency (%) |
| 0 | 10785 | |
| 1 | 5596 | |
| 2 | 3738 | 1.7% |
| 3 | 2758 | 1.3% |
| 4 | 2026 | 0.9% |
| Value | Count | Frequency (%) |
| 315 | 1 | |
| 292 | 1 | |
| 285 | 1 | |
| 283 | 1 | |
| 269 | 1 |
| Distinct | 924 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 182165 |
| Missing (%) | 83.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 182.241728 |
|---|---|
| Minimum | 0 |
| Maximum | 1176 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 77 |
| median | 134 |
| Q3 | 234 |
| 95-th percentile | 486 |
| Maximum | 1176 |
| Range | 1176 |
| Interquartile range (IQR) | 157 |
Descriptive statistics
| Standard deviation | 151.9718787 |
|---|---|
| Coefficient of variation (CV) | 0.8339027527 |
| Kurtosis | 4.17304466 |
| Mean | 182.241728 |
| Median Absolute Deviation (MAD) | 68 |
| Skewness | 1.83307799 |
| Sum | 6559791 |
| Variance | 23095.4519 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 66 | 219 | 0.1% |
| 68 | 211 | 0.1% |
| 67 | 203 | 0.1% |
| 77 | 201 | 0.1% |
| 69 | 200 | 0.1% |
| 73 | 199 | 0.1% |
| 70 | 198 | 0.1% |
| 61 | 198 | 0.1% |
| 57 | 198 | 0.1% |
| 71 | 197 | 0.1% |
| Other values (914) | 33971 | 15.6% |
| (Missing) | 182165 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1 | 14 | |
| 2 | 16 | |
| 3 | 12 | |
| 4 | 17 |
| Value | Count | Frequency (%) |
| 1176 | 1 | |
| 1156 | 1 | |
| 1139 | 1 | |
| 1119 | 1 | |
| 1078 | 1 |
| Distinct | 867 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 182165 |
| Missing (%) | 83.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 168.8579247 |
|---|---|
| Minimum | 0 |
| Maximum | 1084 |
| Zeros | 9 |
| Zeros (%) | < 0.1% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 73 |
| median | 125 |
| Q3 | 217 |
| 95-th percentile | 450 |
| Maximum | 1084 |
| Range | 1084 |
| Interquartile range (IQR) | 144 |
Descriptive statistics
| Standard deviation | 139.4479773 |
|---|---|
| Coefficient of variation (CV) | 0.8258302214 |
| Kurtosis | 4.153146514 |
| Mean | 168.8579247 |
| Median Absolute Deviation (MAD) | 63 |
| Skewness | 1.804841512 |
| Sum | 6078041 |
| Variance | 19445.73838 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 73 | 250 | 0.1% |
| 96 | 218 | 0.1% |
| 78 | 217 | 0.1% |
| 48 | 214 | 0.1% |
| 71 | 211 | 0.1% |
| 87 | 211 | 0.1% |
| 70 | 211 | 0.1% |
| 84 | 210 | 0.1% |
| 81 | 210 | 0.1% |
| 89 | 208 | 0.1% |
| Other values (857) | 33835 | 15.5% |
| (Missing) | 182165 |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 1 | 18 | |
| 2 | 17 | |
| 3 | 13 | |
| 4 | 18 |
| Value | Count | Frequency (%) |
| 1084 | 1 | |
| 1051 | 1 | |
| 1049 | 1 | |
| 1046 | 1 | |
| 1045 | 1 |
| Distinct | 83 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 182165 |
| Missing (%) | 83.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.506431449 |
|---|---|
| Minimum | 0 |
| Maximum | 130 |
| Zeros | 15585 |
| Zeros (%) | 7.1% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 10 |
| Maximum | 130 |
| Range | 130 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 5.159971503 |
|---|---|
| Coefficient of variation (CV) | 2.058692451 |
| Kurtosis | 73.25180808 |
| Mean | 2.506431449 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 6.288173487 |
| Sum | 90219 |
| Variance | 26.62530592 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 15585 | 7.1% |
| 1 | 6660 | 3.1% |
| 2 | 3849 | 1.8% |
| 3 | 2479 | 1.1% |
| 4 | 1596 | 0.7% |
| 5 | 1208 | 0.6% |
| 6 | 887 | 0.4% |
| 7 | 661 | 0.3% |
| 8 | 537 | 0.2% |
| 9 | 421 | 0.2% |
| Other values (73) | 2112 | 1.0% |
| (Missing) | 182165 |
| Value | Count | Frequency (%) |
| 0 | 15585 | |
| 1 | 6660 | |
| 2 | 3849 | 1.8% |
| 3 | 2479 | 1.1% |
| 4 | 1596 | 0.7% |
| Value | Count | Frequency (%) |
| 130 | 1 | |
| 127 | 1 | |
| 111 | 1 | |
| 102 | 1 | |
| 96 | 1 |
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 182165 |
| Missing (%) | 83.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.05075705 |
|---|---|
| Minimum | 0 |
| Maximum | 76 |
| Zeros | 16943 |
| Zeros (%) | 7.8% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 9 |
| Maximum | 76 |
| Range | 76 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.999410507 |
|---|---|
| Coefficient of variation (CV) | 1.950211756 |
| Kurtosis | 37.78013143 |
| Mean | 2.05075705 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 4.801567812 |
| Sum | 73817 |
| Variance | 15.9952844 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 16943 | 7.8% |
| 1 | 6574 | 3.0% |
| 2 | 3699 | 1.7% |
| 3 | 2431 | 1.1% |
| 4 | 1561 | 0.7% |
| 5 | 1128 | 0.5% |
| 6 | 785 | 0.4% |
| 7 | 551 | 0.3% |
| 8 | 424 | 0.2% |
| 9 | 336 | 0.2% |
| Other values (50) | 1563 | 0.7% |
| (Missing) | 182165 |
| Value | Count | Frequency (%) |
| 0 | 16943 | |
| 1 | 6574 | 3.0% |
| 2 | 3699 | 1.7% |
| 3 | 2431 | 1.1% |
| 4 | 1561 | 0.7% |
| Value | Count | Frequency (%) |
| 76 | 1 | |
| 67 | 1 | |
| 65 | 1 | |
| 63 | 1 | |
| 59 | 1 |
| Distinct | 156 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 119258 |
| Missing (%) | 54.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.657691452 |
|---|---|
| Minimum | 0 |
| Maximum | 259 |
| Zeros | 41397 |
| Zeros (%) | 19.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 16 |
| Maximum | 259 |
| Range | 259 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 8.527124053 |
|---|---|
| Coefficient of variation (CV) | 2.331285775 |
| Kurtosis | 106.162822 |
| Mean | 3.657691452 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 7.519453693 |
| Sum | 361753 |
| Variance | 72.71184461 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41397 | 19.0% |
| 1 | 16800 | 7.7% |
| 2 | 9333 | 4.3% |
| 3 | 6009 | 2.8% |
| 4 | 4340 | 2.0% |
| 5 | 3257 | 1.5% |
| 6 | 2570 | 1.2% |
| 7 | 2038 | 0.9% |
| 8 | 1718 | 0.8% |
| 9 | 1361 | 0.6% |
| Other values (146) | 10079 | 4.6% |
| (Missing) | 119258 |
| Value | Count | Frequency (%) |
| 0 | 41397 | |
| 1 | 16800 | |
| 2 | 9333 | 4.3% |
| 3 | 6009 | 2.8% |
| 4 | 4340 | 2.0% |
| Value | Count | Frequency (%) |
| 259 | 1 | |
| 252 | 1 | |
| 251 | 1 | |
| 240 | 1 | |
| 223 | 1 |
| Distinct | 907 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 119258 |
| Missing (%) | 54.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.49019231 |
|---|---|
| Minimum | 1 |
| Maximum | 1444 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 12 |
| median | 28 |
| Q3 | 72 |
| 95-th percentile | 224 |
| Maximum | 1444 |
| Range | 1443 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 95.96342943 |
|---|---|
| Coefficient of variation (CV) | 1.560629847 |
| Kurtosis | 25.42900746 |
| Mean | 61.49019231 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 4.214162516 |
| Sum | 6081503 |
| Variance | 9208.979788 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 2621 | 1.2% |
| 7 | 2586 | 1.2% |
| 8 | 2513 | 1.2% |
| 6 | 2510 | 1.2% |
| 10 | 2469 | 1.1% |
| 5 | 2399 | 1.1% |
| 11 | 2258 | 1.0% |
| 12 | 2245 | 1.0% |
| 13 | 2167 | 1.0% |
| 4 | 2154 | 1.0% |
| Other values (897) | 74980 | |
| (Missing) | 119258 |
| Value | Count | Frequency (%) |
| 1 | 886 | 0.4% |
| 2 | 1411 | |
| 3 | 1739 | |
| 4 | 2154 | |
| 5 | 2399 |
| Value | Count | Frequency (%) |
| 1444 | 1 | |
| 1414 | 1 | |
| 1379 | 1 | |
| 1309 | 1 | |
| 1262 | 1 |
| Distinct | 79 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 201603 |
| Missing (%) | 92.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.771335387 |
|---|---|
| Minimum | 0 |
| Maximum | 121 |
| Zeros | 3358 |
| Zeros (%) | 1.5% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 6 |
| 95-th percentile | 17 |
| Maximum | 121 |
| Range | 121 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 7.051266534 |
|---|---|
| Coefficient of variation (CV) | 1.477839213 |
| Kurtosis | 39.040743 |
| Mean | 4.771335387 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 4.663103465 |
| Sum | 78999 |
| Variance | 49.72035974 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3358 | 1.5% |
| 1 | 2519 | 1.2% |
| 2 | 2082 | 1.0% |
| 3 | 1699 | 0.8% |
| 4 | 1355 | 0.6% |
| 5 | 1041 | 0.5% |
| 6 | 728 | 0.3% |
| 7 | 665 | 0.3% |
| 8 | 484 | 0.2% |
| 9 | 385 | 0.2% |
| Other values (69) | 2241 | 1.0% |
| (Missing) | 201603 |
| Value | Count | Frequency (%) |
| 0 | 3358 | |
| 1 | 2519 | |
| 2 | 2082 | |
| 3 | 1699 | |
| 4 | 1355 |
| Value | Count | Frequency (%) |
| 121 | 1 | |
| 114 | 1 | |
| 110 | 1 | |
| 107 | 1 | |
| 103 | 1 |
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 201603 |
| Missing (%) | 92.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.164643353 |
|---|---|
| Minimum | 0 |
| Maximum | 144 |
| Zeros | 2825 |
| Zeros (%) | 1.3% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 8 |
| 95-th percentile | 22 |
| Maximum | 144 |
| Range | 144 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 9.075810152 |
|---|---|
| Coefficient of variation (CV) | 1.472236046 |
| Kurtosis | 37.312306 |
| Mean | 6.164643353 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 4.652615125 |
| Sum | 102068 |
| Variance | 82.37032992 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 2825 | 1.3% |
| 1 | 2011 | 0.9% |
| 2 | 1827 | 0.8% |
| 3 | 1700 | 0.8% |
| 4 | 1328 | 0.6% |
| 5 | 1086 | 0.5% |
| 6 | 848 | 0.4% |
| 7 | 725 | 0.3% |
| 8 | 578 | 0.3% |
| 9 | 465 | 0.2% |
| Other values (91) | 3164 | 1.5% |
| (Missing) | 201603 |
| Value | Count | Frequency (%) |
| 0 | 2825 | |
| 1 | 2011 | |
| 2 | 1827 | |
| 3 | 1700 | |
| 4 | 1328 |
| Value | Count | Frequency (%) |
| 144 | 1 | < 0.1% |
| 138 | 3 | |
| 124 | 1 | < 0.1% |
| 122 | 1 | < 0.1% |
| 120 | 1 | < 0.1% |
| Distinct | 441 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 201603 |
| Missing (%) | 92.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.14392704 |
|---|---|
| Minimum | 0 |
| Maximum | 621 |
| Zeros | 11 |
| Zeros (%) | < 0.1% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 36 |
| median | 55 |
| Q3 | 92 |
| 95-th percentile | 232 |
| Maximum | 621 |
| Range | 621 |
| Interquartile range (IQR) | 56 |
Descriptive statistics
| Standard deviation | 70.51416285 |
|---|---|
| Coefficient of variation (CV) | 0.9023626726 |
| Kurtosis | 6.358756292 |
| Mean | 78.14392704 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 2.2748564 |
| Sum | 1293829 |
| Variance | 4972.247162 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 39 | 270 | 0.1% |
| 43 | 264 | 0.1% |
| 40 | 260 | 0.1% |
| 36 | 246 | 0.1% |
| 44 | 241 | 0.1% |
| 38 | 232 | 0.1% |
| 37 | 230 | 0.1% |
| 45 | 229 | 0.1% |
| 35 | 229 | 0.1% |
| 41 | 228 | 0.1% |
| Other values (431) | 14128 | 6.5% |
| (Missing) | 201603 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 1 | 7 | < 0.1% |
| 2 | 24 | |
| 3 | 23 | |
| 4 | 26 |
| Value | Count | Frequency (%) |
| 621 | 1 | |
| 620 | 1 | |
| 565 | 1 | |
| 555 | 1 | |
| 552 | 2 |
| Distinct | 562 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 201603 |
| Missing (%) | 92.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 105.6936039 |
|---|---|
| Minimum | 0 |
| Maximum | 824 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 21 |
| Q1 | 50 |
| median | 75 |
| Q3 | 125 |
| 95-th percentile | 312 |
| Maximum | 824 |
| Range | 824 |
| Interquartile range (IQR) | 75 |
Descriptive statistics
| Standard deviation | 93.136463 |
|---|---|
| Coefficient of variation (CV) | 0.8811929914 |
| Kurtosis | 6.381608919 |
| Mean | 105.6936039 |
| Median Absolute Deviation (MAD) | 32 |
| Skewness | 2.286216951 |
| Sum | 1749969 |
| Variance | 8674.40074 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 63 | 198 | 0.1% |
| 58 | 195 | 0.1% |
| 52 | 193 | 0.1% |
| 66 | 191 | 0.1% |
| 49 | 191 | 0.1% |
| 61 | 191 | 0.1% |
| 59 | 189 | 0.1% |
| 64 | 189 | 0.1% |
| 51 | 189 | 0.1% |
| 68 | 186 | 0.1% |
| Other values (552) | 14645 | 6.7% |
| (Missing) | 201603 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 5 | |
| 2 | 5 | |
| 3 | 10 | |
| 4 | 6 |
| Value | Count | Frequency (%) |
| 824 | 1 | |
| 823 | 1 | |
| 793 | 1 | |
| 742 | 1 | |
| 707 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| dep | date_de_passage | sursaud_cl_age_corona | nbre_pass_corona | nbre_pass_tot | nbre_hospit_corona | nbre_pass_corona_h | nbre_pass_corona_f | nbre_pass_tot_h | nbre_pass_tot_f | nbre_hospit_corona_h | nbre_hospit_corona_f | nbre_acte_corona | nbre_acte_tot | nbre_acte_corona_h | nbre_acte_corona_f | nbre_acte_tot_h | nbre_acte_tot_f | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 01 | 2020-02-24 | 0 | 0.0 | 357.0 | 0.0 | 0.0 | 0.0 | 202.0 | 155.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 01 | 2020-02-24 | A | 0.0 | 73.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | 01 | 2020-02-24 | B | 0.0 | 155.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | 01 | 2020-02-24 | C | 0.0 | 61.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | 01 | 2020-02-24 | D | 0.0 | 28.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | 01 | 2020-02-24 | E | 0.0 | 40.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | 01 | 2020-02-25 | 0 | 0.0 | 310.0 | 0.0 | 0.0 | 0.0 | 177.0 | 133.0 | 0.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | 01 | 2020-02-25 | A | 0.0 | 70.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | 01 | 2020-02-25 | B | 0.0 | 117.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | 01 | 2020-02-25 | C | 0.0 | 53.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
Last rows
| dep | date_de_passage | sursaud_cl_age_corona | nbre_pass_corona | nbre_pass_tot | nbre_hospit_corona | nbre_pass_corona_h | nbre_pass_corona_f | nbre_pass_tot_h | nbre_pass_tot_f | nbre_hospit_corona_h | nbre_hospit_corona_f | nbre_acte_corona | nbre_acte_tot | nbre_acte_corona_h | nbre_acte_corona_f | nbre_acte_tot_h | nbre_acte_tot_f | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 218150 | 976 | 2021-02-16 | B | 10.0 | 44.0 | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 218151 | 976 | 2021-02-16 | C | 6.0 | 15.0 | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 218152 | 976 | 2021-02-16 | D | 3.0 | 4.0 | 3.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 218153 | 976 | 2021-02-16 | E | 4.0 | 4.0 | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 218154 | 976 | 2021-02-17 | 0 | 8.0 | 64.0 | 1.0 | 4.0 | 4.0 | 36.0 | 28.0 | 0.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN |
| 218155 | 976 | 2021-02-17 | A | 0.0 | 21.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 218156 | 976 | 2021-02-17 | B | 3.0 | 28.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 218157 | 976 | 2021-02-17 | C | 3.0 | 11.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 218158 | 976 | 2021-02-17 | D | 2.0 | 3.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 218159 | 976 | 2021-02-17 | E | 0.0 | 1.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |